Overview

Brought to you by YData

Dataset statistics

Number of variables21
Number of observations1117957
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory187.6 MiB
Average record size in memory176.0 B

Variable types

Numeric21

Reproduction

Analysis started2025-11-15 05:53:11.171419
Analysis finished2025-11-15 05:55:07.689164
Duration1 minute and 56.52 seconds
Software versionydata-profiling vv4.17.0
Download configurationconfig.json

Variables

MonsoonIntensity
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9214505
Minimum0
Maximum16
Zeros5431
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:07.754111image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0563865
Coefficient of variation (CV)0.41784156
Kurtosis0.34122921
Mean4.9214505
Median Absolute Deviation (MAD)1
Skewness0.44452827
Sum5501970
Variance4.2287256
MonotonicityNot monotonic
2025-11-15T17:55:07.811619image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5220936
19.8%
4214344
19.2%
6169080
15.1%
3160574
14.4%
7109210
9.8%
286683
 
7.8%
865954
 
5.9%
933515
 
3.0%
128946
 
2.6%
1014040
 
1.3%
Other values (7)14675
 
1.3%
ValueCountFrequency (%)
05431
 
0.5%
128946
 
2.6%
286683
 
7.8%
3160574
14.4%
4214344
19.2%
5220936
19.8%
6169080
15.1%
7109210
9.8%
865954
 
5.9%
933515
 
3.0%
ValueCountFrequency (%)
1642
 
< 0.1%
15169
 
< 0.1%
14391
 
< 0.1%
13729
 
0.1%
122062
 
0.2%
115851
 
0.5%
1014040
 
1.3%
933515
 
3.0%
865954
5.9%
7109210
9.8%

TopographyDrainage
Real number (ℝ)

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9266707
Minimum0
Maximum18
Zeros5541
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:07.867485image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum18
Range18
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0938791
Coefficient of variation (CV)0.42500894
Kurtosis0.23835145
Mean4.9266707
Median Absolute Deviation (MAD)1
Skewness0.45872826
Sum5507806
Variance4.3843296
MonotonicityNot monotonic
2025-11-15T17:55:07.924426image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
5221252
19.8%
4213368
19.1%
3161989
14.5%
6159003
14.2%
7102681
9.2%
290058
8.1%
872000
 
6.4%
937544
 
3.4%
129422
 
2.6%
1015524
 
1.4%
Other values (9)15116
 
1.4%
ValueCountFrequency (%)
05541
 
0.5%
129422
 
2.6%
290058
8.1%
3161989
14.5%
4213368
19.1%
5221252
19.8%
6159003
14.2%
7102681
9.2%
872000
 
6.4%
937544
 
3.4%
ValueCountFrequency (%)
183
 
< 0.1%
1710
 
< 0.1%
1642
 
< 0.1%
15106
 
< 0.1%
14333
 
< 0.1%
13705
 
0.1%
122199
 
0.2%
116177
 
0.6%
1015524
1.4%
937544
3.4%

RiverManagement
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9553221
Minimum0
Maximum16
Zeros5407
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:07.980880image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q14
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.0721864
Coefficient of variation (CV)0.41817391
Kurtosis0.22416738
Mean4.9553221
Median Absolute Deviation (MAD)1
Skewness0.42649122
Sum5539837
Variance4.2939565
MonotonicityNot monotonic
2025-11-15T17:55:08.036173image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5218216
19.5%
4214079
19.1%
6167368
15.0%
3160049
14.3%
7108538
9.7%
283782
 
7.5%
871204
 
6.4%
936232
 
3.2%
128872
 
2.6%
1015170
 
1.4%
Other values (7)14447
 
1.3%
ValueCountFrequency (%)
05407
 
0.5%
128872
 
2.6%
283782
 
7.5%
3160049
14.3%
4214079
19.1%
5218216
19.5%
6167368
15.0%
7108538
9.7%
871204
 
6.4%
936232
 
3.2%
ValueCountFrequency (%)
1643
 
< 0.1%
1592
 
< 0.1%
14297
 
< 0.1%
13715
 
0.1%
122120
 
0.2%
115773
 
0.5%
1015170
 
1.4%
936232
 
3.2%
871204
6.4%
7108538
9.7%

Deforestation
Real number (ℝ)

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9422402
Minimum0
Maximum17
Zeros5327
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.093378image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q14
median5
Q36
95-th percentile9
Maximum17
Range17
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.0516895
Coefficient of variation (CV)0.41513351
Kurtosis0.27510972
Mean4.9422402
Median Absolute Deviation (MAD)1
Skewness0.43431413
Sum5525212
Variance4.2094298
MonotonicityNot monotonic
2025-11-15T17:55:08.150492image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
4219733
19.7%
5217793
19.5%
6169175
15.1%
3157331
14.1%
7109039
9.8%
285948
 
7.7%
869237
 
6.2%
934585
 
3.1%
126881
 
2.4%
1013968
 
1.2%
Other values (8)14267
 
1.3%
ValueCountFrequency (%)
05327
 
0.5%
126881
 
2.4%
285948
 
7.7%
3157331
14.1%
4219733
19.7%
5217793
19.5%
6169175
15.1%
7109039
9.8%
869237
 
6.2%
934585
 
3.1%
ValueCountFrequency (%)
176
 
< 0.1%
1635
 
< 0.1%
15115
 
< 0.1%
14293
 
< 0.1%
13706
 
0.1%
122079
 
0.2%
115706
 
0.5%
1013968
 
1.2%
934585
3.1%
869237
6.2%

Urbanization
Real number (ℝ)

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9425166
Minimum0
Maximum17
Zeros5350
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.202712image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum17
Range17
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0833909
Coefficient of variation (CV)0.42152432
Kurtosis0.24827888
Mean4.9425166
Median Absolute Deviation (MAD)1
Skewness0.44216778
Sum5525521
Variance4.3405178
MonotonicityNot monotonic
2025-11-15T17:55:08.258052image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
5216722
19.4%
4212438
19.0%
6166703
14.9%
3162234
14.5%
7107693
9.6%
286122
 
7.7%
869295
 
6.2%
936854
 
3.3%
129672
 
2.7%
1015690
 
1.4%
Other values (8)14534
 
1.3%
ValueCountFrequency (%)
05350
 
0.5%
129672
 
2.7%
286122
 
7.7%
3162234
14.5%
4212438
19.0%
5216722
19.4%
6166703
14.9%
7107693
9.6%
869295
 
6.2%
936854
 
3.3%
ValueCountFrequency (%)
177
 
< 0.1%
1636
 
< 0.1%
15137
 
< 0.1%
14313
 
< 0.1%
13791
 
0.1%
122211
 
0.2%
115689
 
0.5%
1015690
 
1.4%
936854
3.3%
869295
6.2%

ClimateChange
Real number (ℝ)

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9340932
Minimum0
Maximum17
Zeros5347
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.311080image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum17
Range17
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0577419
Coefficient of variation (CV)0.41704561
Kurtosis0.24126541
Mean4.9340932
Median Absolute Deviation (MAD)1
Skewness0.4294031
Sum5516104
Variance4.2343016
MonotonicityNot monotonic
2025-11-15T17:55:08.368466image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
5218995
19.6%
4214268
19.2%
6169316
15.1%
3159728
14.3%
7107802
9.6%
288158
7.9%
869171
 
6.2%
934687
 
3.1%
127326
 
2.4%
1014457
 
1.3%
Other values (8)14049
 
1.3%
ValueCountFrequency (%)
05347
 
0.5%
127326
 
2.4%
288158
7.9%
3159728
14.3%
4214268
19.2%
5218995
19.6%
6169316
15.1%
7107802
9.6%
869171
 
6.2%
934687
 
3.1%
ValueCountFrequency (%)
173
 
< 0.1%
1635
 
< 0.1%
1596
 
< 0.1%
14260
 
< 0.1%
13729
 
0.1%
122063
 
0.2%
115516
 
0.5%
1014457
 
1.3%
934687
3.1%
869171
6.2%

DamsQuality
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9558776
Minimum0
Maximum16
Zeros5878
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.423332image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q14
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.083063
Coefficient of variation (CV)0.42032173
Kurtosis0.26207479
Mean4.9558776
Median Absolute Deviation (MAD)1
Skewness0.44140241
Sum5540458
Variance4.3391516
MonotonicityNot monotonic
2025-11-15T17:55:08.479883image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5218237
19.5%
4216308
19.3%
6164786
14.7%
3158316
14.2%
7108185
9.7%
284763
 
7.6%
871757
 
6.4%
935903
 
3.2%
128605
 
2.6%
1015121
 
1.4%
Other values (7)15976
 
1.4%
ValueCountFrequency (%)
05878
 
0.5%
128605
 
2.6%
284763
 
7.6%
3158316
14.2%
4216308
19.3%
5218237
19.5%
6164786
14.7%
7108185
9.7%
871757
 
6.4%
935903
 
3.2%
ValueCountFrequency (%)
1627
 
< 0.1%
15124
 
< 0.1%
14334
 
< 0.1%
13738
 
0.1%
122371
 
0.2%
116504
 
0.6%
1015121
 
1.4%
935903
 
3.2%
871757
6.4%
7108185
9.7%

Siltation
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9277906
Minimum0
Maximum16
Zeros5381
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.531902image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0659917
Coefficient of variation (CV)0.41925314
Kurtosis0.28709986
Mean4.9277906
Median Absolute Deviation (MAD)1
Skewness0.44924803
Sum5509058
Variance4.2683216
MonotonicityNot monotonic
2025-11-15T17:55:08.593430image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5222270
19.9%
4215232
19.3%
6164780
14.7%
3160419
14.3%
7106481
9.5%
287322
 
7.8%
868231
 
6.1%
935460
 
3.2%
128487
 
2.5%
1014815
 
1.3%
Other values (7)14460
 
1.3%
ValueCountFrequency (%)
05381
 
0.5%
128487
 
2.5%
287322
 
7.8%
3160419
14.3%
4215232
19.3%
5222270
19.9%
6164780
14.7%
7106481
9.5%
868231
 
6.1%
935460
 
3.2%
ValueCountFrequency (%)
1628
 
< 0.1%
15142
 
< 0.1%
14320
 
< 0.1%
13781
 
0.1%
122108
 
0.2%
115700
 
0.5%
1014815
 
1.3%
935460
 
3.2%
868231
6.1%
7106481
9.5%

AgriculturalPractices
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9426194
Minimum0
Maximum16
Zeros5680
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.651733image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0685451
Coefficient of variation (CV)0.4185119
Kurtosis0.21409649
Mean4.9426194
Median Absolute Deviation (MAD)1
Skewness0.42114453
Sum5525636
Variance4.2788787
MonotonicityNot monotonic
2025-11-15T17:55:08.711045image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5216644
19.4%
4214366
19.2%
6168426
15.1%
3160403
14.3%
7109213
9.8%
285659
 
7.7%
869347
 
6.2%
936004
 
3.2%
128587
 
2.6%
1014622
 
1.3%
Other values (7)14686
 
1.3%
ValueCountFrequency (%)
05680
 
0.5%
128587
 
2.6%
285659
 
7.7%
3160403
14.3%
4214366
19.2%
5216644
19.4%
6168426
15.1%
7109213
9.8%
869347
 
6.2%
936004
 
3.2%
ValueCountFrequency (%)
1640
 
< 0.1%
1596
 
< 0.1%
14254
 
< 0.1%
13631
 
0.1%
122085
 
0.2%
115900
 
0.5%
1014622
 
1.3%
936004
 
3.2%
869347
6.2%
7109213
9.8%

Encroachments
Real number (ℝ)

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9492297
Minimum0
Maximum18
Zeros5531
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.801804image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q14
median5
Q36
95-th percentile9
Maximum18
Range18
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.0833243
Coefficient of variation (CV)0.42093909
Kurtosis0.26659948
Mean4.9492297
Median Absolute Deviation (MAD)1
Skewness0.46355079
Sum5533026
Variance4.34024
MonotonicityNot monotonic
2025-11-15T17:55:08.855393image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
5219971
19.7%
4219708
19.7%
3160683
14.4%
6158864
14.2%
7106434
9.5%
284628
 
7.6%
871237
 
6.4%
937312
 
3.3%
127979
 
2.5%
1015952
 
1.4%
Other values (9)15189
 
1.4%
ValueCountFrequency (%)
05531
 
0.5%
127979
 
2.5%
284628
 
7.6%
3160683
14.4%
4219708
19.7%
5219971
19.7%
6158864
14.2%
7106434
9.5%
871237
 
6.4%
937312
 
3.3%
ValueCountFrequency (%)
182
 
< 0.1%
1713
 
< 0.1%
1633
 
< 0.1%
15110
 
< 0.1%
14343
 
< 0.1%
13750
 
0.1%
122145
 
0.2%
116262
 
0.6%
1015952
1.4%
937312
3.3%
Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9452385
Minimum0
Maximum16
Zeros5410
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:08.906743image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0781409
Coefficient of variation (CV)0.42023067
Kurtosis0.20826194
Mean4.9452385
Median Absolute Deviation (MAD)1
Skewness0.44336894
Sum5528564
Variance4.3186695
MonotonicityNot monotonic
2025-11-15T17:55:09.118300image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
4217365
19.4%
5215502
19.3%
3162862
14.6%
6162108
14.5%
7107059
9.6%
285851
 
7.7%
873046
 
6.5%
936869
 
3.3%
127756
 
2.5%
1015184
 
1.4%
Other values (7)14355
 
1.3%
ValueCountFrequency (%)
05410
 
0.5%
127756
 
2.5%
285851
 
7.7%
3162862
14.6%
4217365
19.4%
5215502
19.3%
6162108
14.5%
7107059
9.6%
873046
 
6.5%
936869
 
3.3%
ValueCountFrequency (%)
1632
 
< 0.1%
15124
 
< 0.1%
14336
 
< 0.1%
13673
 
0.1%
122055
 
0.2%
115725
 
0.5%
1015184
 
1.4%
936869
 
3.3%
873046
6.5%
7107059
9.6%

DrainageSystems
Real number (ℝ)

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9468933
Minimum0
Maximum17
Zeros5582
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.173599image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q14
median5
Q36
95-th percentile9
Maximum17
Range17
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.0723331
Coefficient of variation (CV)0.41891606
Kurtosis0.29423551
Mean4.9468933
Median Absolute Deviation (MAD)1
Skewness0.44141995
Sum5530414
Variance4.2945644
MonotonicityNot monotonic
2025-11-15T17:55:09.229747image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
5217753
19.5%
4216278
19.3%
6167358
15.0%
3159355
14.3%
7108156
9.7%
284440
 
7.6%
871360
 
6.4%
934274
 
3.1%
128923
 
2.6%
1014737
 
1.3%
Other values (8)15323
 
1.4%
ValueCountFrequency (%)
05582
 
0.5%
128923
 
2.6%
284440
 
7.6%
3159355
14.3%
4216278
19.3%
5217753
19.5%
6167358
15.0%
7108156
9.7%
871360
 
6.4%
934274
 
3.1%
ValueCountFrequency (%)
1710
 
< 0.1%
1644
 
< 0.1%
15133
 
< 0.1%
14325
 
< 0.1%
13786
 
0.1%
122203
 
0.2%
116240
 
0.6%
1014737
 
1.3%
934274
3.1%
871360
6.4%

CoastalVulnerability
Real number (ℝ)

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9539991
Minimum0
Maximum17
Zeros5747
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.286790image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum17
Range17
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0888989
Coefficient of variation (CV)0.42165911
Kurtosis0.23903405
Mean4.9539991
Median Absolute Deviation (MAD)1
Skewness0.43991674
Sum5538358
Variance4.3634985
MonotonicityNot monotonic
2025-11-15T17:55:09.343414image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
5215378
19.3%
4213263
19.1%
6164640
14.7%
3162674
14.6%
7108310
9.7%
284481
 
7.6%
873577
 
6.6%
935817
 
3.2%
129108
 
2.6%
1014753
 
1.3%
Other values (8)15956
 
1.4%
ValueCountFrequency (%)
05747
 
0.5%
129108
 
2.6%
284481
 
7.6%
3162674
14.6%
4213263
19.1%
5215378
19.3%
6164640
14.7%
7108310
9.7%
873577
 
6.6%
935817
 
3.2%
ValueCountFrequency (%)
177
 
< 0.1%
1638
 
< 0.1%
1599
 
< 0.1%
14332
 
< 0.1%
13761
 
0.1%
122370
 
0.2%
116602
 
0.6%
1014753
 
1.3%
935817
3.2%
873577
6.6%

Landslides
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9313757
Minimum0
Maximum16
Zeros5516
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.400328image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0782867
Coefficient of variation (CV)0.42144157
Kurtosis0.18550206
Mean4.9313757
Median Absolute Deviation (MAD)1
Skewness0.42509851
Sum5513066
Variance4.3192757
MonotonicityNot monotonic
2025-11-15T17:55:09.459639image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5213811
19.1%
4212833
19.0%
6164085
14.7%
3163932
14.7%
7109608
9.8%
288129
7.9%
872274
 
6.5%
935411
 
3.2%
129051
 
2.6%
1014442
 
1.3%
Other values (7)14381
 
1.3%
ValueCountFrequency (%)
05516
 
0.5%
129051
 
2.6%
288129
7.9%
3163932
14.7%
4212833
19.0%
5213811
19.1%
6164085
14.7%
7109608
9.8%
872274
 
6.5%
935411
 
3.2%
ValueCountFrequency (%)
1631
 
< 0.1%
15106
 
< 0.1%
14297
 
< 0.1%
13699
 
0.1%
122114
 
0.2%
115618
 
0.5%
1014442
 
1.3%
935411
 
3.2%
872274
6.5%
7109608
9.8%

Watersheds
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9290322
Minimum0
Maximum16
Zeros5404
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.514688image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0823947
Coefficient of variation (CV)0.42247538
Kurtosis0.2376507
Mean4.9290322
Median Absolute Deviation (MAD)1
Skewness0.45048795
Sum5510446
Variance4.3363679
MonotonicityNot monotonic
2025-11-15T17:55:09.574230image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5219756
19.7%
4213627
19.1%
3163564
14.6%
6159072
14.2%
7107309
9.6%
288319
7.9%
871822
 
6.4%
936087
 
3.2%
128867
 
2.6%
1014885
 
1.3%
Other values (7)14649
 
1.3%
ValueCountFrequency (%)
05404
 
0.5%
128867
 
2.6%
288319
7.9%
3163564
14.6%
4213627
19.1%
5219756
19.7%
6159072
14.2%
7107309
9.6%
871822
 
6.4%
936087
 
3.2%
ValueCountFrequency (%)
1650
 
< 0.1%
1594
 
< 0.1%
14329
 
< 0.1%
13811
 
0.1%
122227
 
0.2%
115734
 
0.5%
1014885
 
1.3%
936087
 
3.2%
871822
6.4%
7107309
9.6%

DeterioratingInfrastructure
Real number (ℝ)

Distinct18
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9259068
Minimum0
Maximum17
Zeros4953
Zeros (%)0.4%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.634245image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum17
Range17
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0648128
Coefficient of variation (CV)0.41917415
Kurtosis0.24728999
Mean4.9259068
Median Absolute Deviation (MAD)1
Skewness0.44416736
Sum5506952
Variance4.2634519
MonotonicityNot monotonic
2025-11-15T17:55:09.690579image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=18)
ValueCountFrequency (%)
4218713
19.6%
5213578
19.1%
6168782
15.1%
3162850
14.6%
7107019
9.6%
285513
 
7.6%
867551
 
6.0%
935832
 
3.2%
129511
 
2.6%
1014684
 
1.3%
Other values (8)13924
 
1.2%
ValueCountFrequency (%)
04953
 
0.4%
129511
 
2.6%
285513
 
7.6%
3162850
14.6%
4218713
19.6%
5213578
19.1%
6168782
15.1%
7107019
9.6%
867551
 
6.0%
935832
 
3.2%
ValueCountFrequency (%)
174
 
< 0.1%
1634
 
< 0.1%
15111
 
< 0.1%
14285
 
< 0.1%
13639
 
0.1%
122110
 
0.2%
115788
 
0.5%
1014684
 
1.3%
935832
3.2%
867551
6.0%

PopulationScore
Real number (ℝ)

Distinct19
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9275196
Minimum0
Maximum18
Zeros5536
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.747531image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum18
Range18
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0741764
Coefficient of variation (CV)0.42093722
Kurtosis0.25204721
Mean4.9275196
Median Absolute Deviation (MAD)1
Skewness0.45141451
Sum5508755
Variance4.3022077
MonotonicityNot monotonic
2025-11-15T17:55:09.806765image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=19)
ValueCountFrequency (%)
4221136
19.8%
5213102
19.1%
6163538
14.6%
3161487
14.4%
7106364
9.5%
287742
 
7.8%
872443
 
6.5%
934422
 
3.1%
128093
 
2.5%
1014804
 
1.3%
Other values (9)14826
 
1.3%
ValueCountFrequency (%)
05536
 
0.5%
128093
 
2.5%
287742
 
7.8%
3161487
14.4%
4221136
19.8%
5213102
19.1%
6163538
14.6%
7106364
9.5%
872443
 
6.5%
934422
 
3.1%
ValueCountFrequency (%)
181
 
< 0.1%
179
 
< 0.1%
1638
 
< 0.1%
1573
 
< 0.1%
14338
 
< 0.1%
13779
 
0.1%
122200
 
0.2%
115852
 
0.5%
1014804
1.3%
934422
3.1%

WetlandLoss
Real number (ℝ)

Distinct20
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9508595
Minimum0
Maximum19
Zeros5192
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:09.868904image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q14
median5
Q36
95-th percentile9
Maximum19
Range19
Interquartile range (IQR)2

Descriptive statistics

Standard deviation2.0686958
Coefficient of variation (CV)0.4178458
Kurtosis0.23596721
Mean4.9508595
Median Absolute Deviation (MAD)1
Skewness0.43704535
Sum5534848
Variance4.2795024
MonotonicityNot monotonic
2025-11-15T17:55:09.957169image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=20)
ValueCountFrequency (%)
4217045
19.4%
5214587
19.2%
6167265
15.0%
3161270
14.4%
7109524
9.8%
284515
 
7.6%
871347
 
6.4%
934947
 
3.1%
127958
 
2.5%
1015041
 
1.3%
Other values (10)14458
 
1.3%
ValueCountFrequency (%)
05192
 
0.5%
127958
 
2.5%
284515
 
7.6%
3161270
14.4%
4217045
19.4%
5214587
19.2%
6167265
15.0%
7109524
9.8%
871347
 
6.4%
934947
 
3.1%
ValueCountFrequency (%)
191
 
< 0.1%
181
 
< 0.1%
173
 
< 0.1%
1637
 
< 0.1%
15102
 
< 0.1%
14299
 
< 0.1%
13689
 
0.1%
122141
 
0.2%
115993
 
0.5%
1015041
1.3%

InadequatePlanning
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9405872
Minimum0
Maximum16
Zeros5619
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:10.017250image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0811229
Coefficient of variation (CV)0.42122988
Kurtosis0.24902968
Mean4.9405872
Median Absolute Deviation (MAD)1
Skewness0.45513647
Sum5523364
Variance4.3310727
MonotonicityNot monotonic
2025-11-15T17:55:10.071545image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
5217756
19.5%
4214851
19.2%
3165051
14.8%
6162099
14.5%
7106401
9.5%
285421
 
7.6%
871588
 
6.4%
936289
 
3.2%
127889
 
2.5%
1015694
 
1.4%
Other values (7)14918
 
1.3%
ValueCountFrequency (%)
05619
 
0.5%
127889
 
2.5%
285421
 
7.6%
3165051
14.8%
4214851
19.2%
5217756
19.5%
6162099
14.5%
7106401
9.5%
871588
 
6.4%
936289
 
3.2%
ValueCountFrequency (%)
1638
 
< 0.1%
15132
 
< 0.1%
14358
 
< 0.1%
13717
 
0.1%
122135
 
0.2%
115919
 
0.5%
1015694
 
1.4%
936289
 
3.2%
871588
6.4%
7106401
9.5%

PoliticalFactors
Real number (ℝ)

Distinct17
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.9390039
Minimum0
Maximum16
Zeros5995
Zeros (%)0.5%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:10.129391image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile2
Q13
median5
Q36
95-th percentile9
Maximum16
Range16
Interquartile range (IQR)3

Descriptive statistics

Standard deviation2.0903501
Coefficient of variation (CV)0.42323313
Kurtosis0.19887778
Mean4.9390039
Median Absolute Deviation (MAD)1
Skewness0.43756083
Sum5521594
Variance4.3695634
MonotonicityNot monotonic
2025-11-15T17:55:10.189125image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
4215557
19.3%
5211264
18.9%
3164017
14.7%
6163682
14.6%
7108315
9.7%
286873
7.8%
872800
 
6.5%
935675
 
3.2%
128786
 
2.6%
1015286
 
1.4%
Other values (7)15702
 
1.4%
ValueCountFrequency (%)
05995
 
0.5%
128786
 
2.6%
286873
7.8%
3164017
14.7%
4215557
19.3%
5211264
18.9%
6163682
14.6%
7108315
9.7%
872800
 
6.5%
935675
 
3.2%
ValueCountFrequency (%)
1643
 
< 0.1%
1590
 
< 0.1%
14273
 
< 0.1%
13691
 
0.1%
122278
 
0.2%
116332
 
0.6%
1015286
 
1.4%
935675
 
3.2%
872800
6.5%
7108315
9.7%

FloodProbability
Real number (ℝ)

Distinct83
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.50448032
Minimum0.285
Maximum0.725
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.1 MiB
2025-11-15T17:55:10.261656image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Quantile statistics

Minimum0.285
5-th percentile0.42
Q10.47
median0.505
Q30.54
95-th percentile0.59
Maximum0.725
Range0.44
Interquartile range (IQR)0.07

Descriptive statistics

Standard deviation0.051026095
Coefficient of variation (CV)0.10114586
Kurtosis-0.03960878
Mean0.50448032
Median Absolute Deviation (MAD)0.035
Skewness0.047225586
Sum563987.31
Variance0.0026036624
MonotonicityNot monotonic
2025-11-15T17:55:10.338623image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.4943320
 
3.9%
0.49542302
 
3.8%
0.5241266
 
3.7%
0.48541156
 
3.7%
0.50541126
 
3.7%
0.51540876
 
3.7%
0.4840815
 
3.7%
0.540445
 
3.6%
0.5140393
 
3.6%
0.47539773
 
3.6%
Other values (73)706485
63.2%
ValueCountFrequency (%)
0.28520
 
< 0.1%
0.31542
 
< 0.1%
0.3279
 
< 0.1%
0.32561
 
< 0.1%
0.3382
 
< 0.1%
0.33548
 
< 0.1%
0.34243
< 0.1%
0.345250
< 0.1%
0.35515
< 0.1%
0.355377
< 0.1%
ValueCountFrequency (%)
0.72529
 
< 0.1%
0.71526
 
< 0.1%
0.7123
 
< 0.1%
0.70542
 
< 0.1%
0.732
 
< 0.1%
0.69540
 
< 0.1%
0.6965
 
< 0.1%
0.68563
 
< 0.1%
0.6886
 
< 0.1%
0.675256
< 0.1%

Interactions

2025-11-15T17:55:01.760934image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:44.563758image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:48.526893image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:52.286277image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:56.217668image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:59.967879image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:03.937878image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:07.739935image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:11.653403image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:15.481888image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:19.409688image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:23.171434image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:27.090817image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:30.928620image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:34.893565image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:38.674296image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:42.699078image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:46.518415image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:50.389224image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:54.228337image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
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2025-11-15T17:55:05.383686image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:48.193632image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:52.082487image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:56.048280image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:53:59.795630image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:03.766536image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:07.572995image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:11.475585image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:15.301269image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:19.234745image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:22.992201image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:26.914138image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:30.757600image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:34.725325image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:38.477347image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:42.509490image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:46.345563image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:50.210678image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:54.030952image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:54:57.945327image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
2025-11-15T17:55:01.590400image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/

Correlations

2025-11-15T17:55:10.409276image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
AgriculturalPracticesClimateChangeCoastalVulnerabilityDamsQualityDeforestationDeterioratingInfrastructureDrainageSystemsEncroachmentsFloodProbabilityInadequatePlanningIneffectiveDisasterPreparednessLandslidesMonsoonIntensityPoliticalFactorsPopulationScoreRiverManagementSiltationTopographyDrainageUrbanizationWatershedsWetlandLoss
AgriculturalPractices1.000-0.010-0.009-0.007-0.008-0.006-0.009-0.0100.175-0.008-0.008-0.008-0.006-0.009-0.007-0.008-0.008-0.008-0.008-0.008-0.009
ClimateChange-0.0101.000-0.011-0.006-0.006-0.004-0.007-0.0100.177-0.008-0.009-0.007-0.007-0.009-0.007-0.006-0.007-0.007-0.009-0.007-0.007
CoastalVulnerability-0.009-0.0111.000-0.010-0.010-0.007-0.011-0.0130.170-0.011-0.007-0.011-0.009-0.010-0.011-0.008-0.009-0.010-0.011-0.009-0.009
DamsQuality-0.007-0.006-0.0101.000-0.008-0.008-0.008-0.0080.180-0.009-0.006-0.008-0.006-0.011-0.007-0.005-0.007-0.005-0.009-0.006-0.007
Deforestation-0.008-0.006-0.010-0.0081.000-0.007-0.009-0.0100.177-0.008-0.007-0.007-0.006-0.007-0.009-0.006-0.009-0.006-0.010-0.009-0.008
DeterioratingInfrastructure-0.006-0.004-0.007-0.008-0.0071.000-0.008-0.0080.181-0.005-0.007-0.005-0.008-0.007-0.006-0.004-0.005-0.004-0.009-0.007-0.007
DrainageSystems-0.009-0.007-0.011-0.008-0.009-0.0081.000-0.0100.171-0.010-0.010-0.009-0.009-0.010-0.010-0.009-0.009-0.007-0.010-0.009-0.009
Encroachments-0.010-0.010-0.013-0.008-0.010-0.008-0.0101.0000.172-0.009-0.009-0.009-0.009-0.009-0.008-0.009-0.008-0.010-0.008-0.010-0.007
FloodProbability0.1750.1770.1700.1800.1770.1810.1710.1721.0000.1730.1760.1770.1800.1740.1780.1790.1790.1800.1720.1750.175
InadequatePlanning-0.008-0.008-0.011-0.009-0.008-0.005-0.010-0.0090.1731.000-0.010-0.008-0.006-0.009-0.007-0.007-0.006-0.008-0.009-0.010-0.007
IneffectiveDisasterPreparedness-0.008-0.009-0.007-0.006-0.007-0.007-0.010-0.0090.176-0.0101.000-0.007-0.006-0.007-0.009-0.008-0.007-0.007-0.010-0.008-0.007
Landslides-0.008-0.007-0.011-0.008-0.007-0.005-0.009-0.0090.177-0.008-0.0071.000-0.008-0.008-0.006-0.006-0.006-0.008-0.008-0.009-0.009
MonsoonIntensity-0.006-0.007-0.009-0.006-0.006-0.008-0.009-0.0090.180-0.006-0.006-0.0081.000-0.007-0.007-0.007-0.006-0.005-0.007-0.006-0.005
PoliticalFactors-0.009-0.009-0.010-0.011-0.007-0.007-0.010-0.0090.174-0.009-0.007-0.008-0.0071.000-0.010-0.009-0.006-0.009-0.011-0.008-0.008
PopulationScore-0.007-0.007-0.011-0.007-0.009-0.006-0.010-0.0080.178-0.007-0.009-0.006-0.007-0.0101.000-0.005-0.006-0.008-0.009-0.007-0.009
RiverManagement-0.008-0.006-0.008-0.005-0.006-0.004-0.009-0.0090.179-0.007-0.008-0.006-0.007-0.009-0.0051.000-0.008-0.007-0.010-0.008-0.007
Siltation-0.008-0.007-0.009-0.007-0.009-0.005-0.009-0.0080.179-0.006-0.007-0.006-0.006-0.006-0.006-0.0081.000-0.007-0.008-0.007-0.007
TopographyDrainage-0.008-0.007-0.010-0.005-0.006-0.004-0.007-0.0100.180-0.008-0.007-0.008-0.005-0.009-0.008-0.007-0.0071.000-0.008-0.008-0.008
Urbanization-0.008-0.009-0.011-0.009-0.010-0.009-0.010-0.0080.172-0.009-0.010-0.008-0.007-0.011-0.009-0.010-0.008-0.0081.000-0.009-0.009
Watersheds-0.008-0.007-0.009-0.006-0.009-0.007-0.009-0.0100.175-0.010-0.008-0.009-0.006-0.008-0.007-0.008-0.007-0.008-0.0091.000-0.009
WetlandLoss-0.009-0.007-0.009-0.007-0.008-0.007-0.009-0.0070.175-0.007-0.007-0.009-0.005-0.008-0.009-0.007-0.007-0.008-0.009-0.0091.000

Missing values

2025-11-15T17:55:05.513230image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
A simple visualization of nullity by column.
2025-11-15T17:55:06.266877image/svg+xmlMatplotlib v3.10.0, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

MonsoonIntensityTopographyDrainageRiverManagementDeforestationUrbanizationClimateChangeDamsQualitySiltationAgriculturalPracticesEncroachmentsIneffectiveDisasterPreparednessDrainageSystemsCoastalVulnerabilityLandslidesWatershedsDeterioratingInfrastructurePopulationScoreWetlandLossInadequatePlanningPoliticalFactorsFloodProbability
id
0585864433425335475730.445
1674488354697203533430.450
2656737154567375682330.530
3346548476852474465750.535
4532644333352266412350.415
5541424667553554468320.440
6831237346752564563460.460
7665755355535355868560.595
8528545245529273464550.505
9423586557646334433560.455
MonsoonIntensityTopographyDrainageRiverManagementDeforestationUrbanizationClimateChangeDamsQualitySiltationAgriculturalPracticesEncroachmentsIneffectiveDisasterPreparednessDrainageSystemsCoastalVulnerabilityLandslidesWatershedsDeterioratingInfrastructurePopulationScoreWetlandLossInadequatePlanningPoliticalFactorsFloodProbability
id
11179476374634519831064203640.445
11179485626737106973834465780.610
1117949456738754454647645480.545
1117950444365389405466387620.475
111795164844334105653421036450.495
111795233410455710437872214640.495
1117953224395813559443749450.480
1117954739465913455555655240.485
1117955733752346466853467640.495
1117956456955284514865567780.560